Primoz
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ea3f805ba7
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Change ML model and ddd CV to sequential feat_select. Add std lines to plots.
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2023-02-06 11:09:15 +01:00 |
|
Primoz
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e3aef2dae7
|
Add save to file code, and todo comment
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2023-02-01 15:13:57 +01:00 |
|
Primoz
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b286753696
|
Add vizualization sections for sequential addition of sensors' features.
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2023-02-01 13:51:56 +01:00 |
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Primoz
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07ef72dec5
|
Implement algorithm for sequential adding of the most important features.
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2023-01-25 14:19:29 +01:00 |
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Primoz
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85e572fca0
|
Expand analysis of the features (individualy and by sensor groups).
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2023-01-23 16:32:07 +01:00 |
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Primoz
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6a98c8cdcf
|
Prepare scripts for feature importance analysis.
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2023-01-19 16:20:43 +01:00 |
|
Primoz
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d263b32564
|
Temp: remove stratified logo from ml pipeline.
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2023-01-19 09:26:55 +01:00 |
|
Primoz
|
ad2fab133f
|
Explore features with Entropy and IG.
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2023-01-13 17:08:56 +01:00 |
junos
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72fdd9c5ec
|
Use stratified downsampling.
And run all models with a method from machine_learning.helper.
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2023-01-04 21:48:37 +01:00 |
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junos
|
b0b9edccc4
|
Unhide jupyter code cells and outputs.
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2023-01-04 21:25:12 +01:00 |
|
junos
|
61d786b2ca
|
Describe LOSO results.
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2023-01-04 20:38:05 +01:00 |
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junos
|
37eada4a2e
|
Present results for stressful events.
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2023-01-04 20:00:08 +01:00 |
|
junos
|
af6843634c
|
Update RAPIDS submodule.
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2023-01-04 18:22:53 +01:00 |
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junos
|
8bbe0b2ba8
|
Merge branch 'ml_pipeline' of repo.ijs.si:junoslukan/straw2analysis into ml_pipeline
# Conflicts:
# .gitignore
# exploration/ml_pipeline_classification_with_clustering.py
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2023-01-04 18:19:43 +01:00 |
|
junos
|
1516d1c000
|
Cluster by demand_control_ratio_quartile.
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2023-01-04 18:16:14 +01:00 |
|
Primoz
|
339142ff31
|
Add expl stress event script and other changes.
|
2022-12-21 15:02:25 +01:00 |
|
Primoz
|
adcb823d3f
|
Add stress event duration exploration script.
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2022-12-15 16:43:40 +01:00 |
|
Primoz
|
a61ab9ee51
|
Add feature importance check.
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2022-12-15 16:43:13 +01:00 |
|
Primoz
|
164d12ed2f
|
Add undersampling method (with on/off parameter).
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2022-12-13 17:01:46 +01:00 |
|
Primoz
|
0a45e35164
|
Remove unused imports prt. 2.
|
2022-12-09 13:56:42 +01:00 |
|
Primoz
|
78b6e7fa07
|
Remove unused imports from ML pipeline scripts.
|
2022-12-09 13:53:16 +01:00 |
|
Primoz
|
6507b053c5
|
Add StrtifiedKFold with shuffling as a default CV method.
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2022-12-09 13:46:13 +01:00 |
|
Primoz
|
ac03b36c0f
|
Add files to .gitignore and add files path for stressfulness event.
|
2022-12-09 13:44:20 +01:00 |
|
junos
|
2bb95657d8
|
Finish classification presentation.
|
2022-12-08 10:02:13 +01:00 |
|
junos
|
852e17afbe
|
Define classification models method.
|
2022-12-08 10:00:14 +01:00 |
|
junos
|
509707855e
|
Prepare classification presentation.
|
2022-12-07 21:43:34 +01:00 |
|
junos
|
8ea0c1834c
|
Present event stressfulness results.
|
2022-12-07 21:26:35 +01:00 |
|
junos
|
8131626c4a
|
Include more metrics in regression helper methods.
|
2022-12-07 21:25:05 +01:00 |
|
junos
|
95ab66fd81
|
Move to presentation.
|
2022-12-07 21:24:20 +01:00 |
|
junos
|
525496418f
|
Configure jupytext.
|
2022-12-07 16:22:41 +01:00 |
|
junos
|
12f2c927fa
|
Merge branch 'ml_pipeline' of repo.ijs.si:junoslukan/straw2analysis into ml_pipeline
# Conflicts:
# exploration/ml_pipeline_daily.py - deleted
|
2022-12-07 15:36:52 +01:00 |
|
junos
|
71e1fcf8ca
|
Save results.
|
2022-12-07 15:33:18 +01:00 |
|
Primoz
|
cf0e4f89be
|
Test nonstandardized data with regular classification pipeline.
|
2022-11-29 14:06:06 +01:00 |
|
Primoz
|
7504aa34cf
|
Add additional categorical features (uncomment).
|
2022-11-28 13:42:46 +01:00 |
|
Primoz
|
9a218c8e2a
|
Add a script for two class train test split clustering classification.
|
2022-11-25 14:44:11 +01:00 |
|
Primoz
|
98f78d72fc
|
Create a classification models class and use it in the ml pipeline script.
|
2022-11-25 12:35:45 +01:00 |
|
Primoz
|
218b684514
|
Automize clustering classification logic and add parameters at the begining of the scripts. General changes and improvements.
|
2022-11-24 16:12:20 +01:00 |
|
Primoz
|
ddde80b421
|
Add classification with clustering ml pipeline script.
|
2022-11-24 09:24:13 +01:00 |
|
Primoz
|
7afef5582f
|
Add TEMP lime_survey cols
|
2022-11-22 14:44:33 +01:00 |
|
Primoz
|
183758cd37
|
Improve general ml classification pipeline script.
|
2022-11-22 14:31:49 +01:00 |
|
Primoz
|
40029a8205
|
Add a script for ml classification pipeline.
|
2022-11-21 14:47:19 +01:00 |
|
Primoz
|
ae0f54ecc2
|
Combine different segment scripts and set ml pipeline as a regression problem.
|
2022-11-21 11:41:11 +01:00 |
|
Primoz
|
8defb271c9
|
Extend ml pipeline scripts with two additional CV methods.
|
2022-11-21 11:23:47 +01:00 |
|
junos
|
ae2d7a038d
|
Present results.
|
2022-11-16 21:36:43 +01:00 |
|
junos
|
389198b17f
|
Prepare data in a separate step.
Change categorical features.
|
2022-11-16 19:34:18 +01:00 |
|
junos
|
c462d55096
|
Update function with imputation already handled.
|
2022-11-16 18:18:12 +01:00 |
|
junos
|
a5c09a292f
|
Move function to helper.py
|
2022-11-16 18:13:30 +01:00 |
|
junos
|
848416bf6a
|
Merge branch 'master' into ml_pipeline
# Conflicts:
# .gitignore
# rapids
|
2022-11-16 17:46:01 +01:00 |
|
Primoz
|
b59798df26
|
Add a new file tailored for stressfulness event regression.
|
2022-11-16 14:49:40 +01:00 |
|
Primoz
|
87ebb9f296
|
Delete files ... add to gitignore
|
2022-11-16 11:08:03 +01:00 |